Solar radiation forecasting with deep learning techniques integrating geostationary satellite images.
Raimondo GalloMarco CastangiaAlberto MaciiEnrico MaciiEdoardo PattiAlessandro AlibertiPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- satellite images
- deep learning
- solar radiation
- prediction model
- multispectral
- remote sensing
- change detection
- unsupervised learning
- unsupervised feature learning
- machine learning
- arima model
- high resolution
- air temperature
- satellite imagery
- high resolution satellite images
- short term
- land cover
- regression model
- mental models
- data sets
- urban areas
- higher order
- relative humidity
- long term
- reinforcement learning
- weakly supervised
- hybrid model
- image analysis
- probabilistic model